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google-deepmind avatar

Pubchem Database

google-deepmind/science-skills
1.5k installs2.7k stars
Summary

This gives Claude Code access to PubChem's chemical compound database through a Python wrapper that handles rate limiting and JSON parsing. It's designed for scientific workflows where you need to query molecular structures, chemical properties, or biological activity data. The skill comes from Google DeepMind's science-skills collection and includes license notifications since PubChem has specific citation requirements. Worth noting that it depends on uv being installed first. With over 1,000 installs and clean security audits from most scanners, it seems like the standard way to integrate PubChem lookups into agent workflows without manually dealing with the REST API's quirks.

Install to Claude Code

npx -y skills add google-deepmind/science-skills --skill pubchem-database --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
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inference shell
inference shell
create and run specialised agents in minutes
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Plug Mailtrap into your AI workflow and let it handle the email.
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Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
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Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
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create and run specialised agents in minutes
build now →
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
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Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Backend & APIsDatabases
First SeenJul 14, 2026
View on GitHub

More from google-deepmind/science-skills

All 37 skills →
  • Ncbi Sequence Fetch1.5k
  • Openfda Database1.5k
  • Pymol1.5k
  • Uniprot Database1.5k
  • Clinvar Database1.5k
  • Chembl Database1.5k
  • Ensembl Database1.4k
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  • Encode Ccres Database1.4k
  • Ucsc Conservation And Tfbs1.4k

Recommended

More Backend & APIs →
google-deepmind avatar
uniprot-database

google-deepmind/science-skills

Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. Use when searching for proteins, mapping identifiers, or retrieving functional annotations and publications. Don't use for sequence alignment, protein folding, or sequence similarity search (use specialized skills for those tasks).
1.5k
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google-deepmind avatar
clinvar-database

google-deepmind/science-skills

Use when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard positive" benchmark controls for human genomic variants.
1.5k
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google-deepmind avatar
chembl-database

google-deepmind/science-skills

Query the ChEMBL database for bioactive molecules, drug targets, bioactivity data, approved drugs, and chemical structures. Use when the user asks about compounds, targets, IC50/Ki values, drug mechanisms, or structure searches.
1.5k
2.7k
vercel avatar
capture-api-response-test-fixture

vercel/ai

Capture API response test fixture.
1.4k
26.3k
google-deepmind avatar
ensembl-database

google-deepmind/science-skills

Query the Ensembl database to resolve gene, transcript, and protein IDs, fetch genomic or protein sequences, retrieve gene structures (exons), and get variant consequence and effect predictions (VEP). Use this skill as a primary ID translator, genomic sequence database and variant effect prediction tool.
1.4k
2.7k
google-deepmind avatar
opentargets-database

google-deepmind/science-skills

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
1.4k
2.7k